Hello aspirant,

Yes you can go for it by giving an entrance exam along with interview..

Here are some of the colleges where you can apply for.. PHD..

. Institute of science, Ahemdabad, Gujarat

.Amala research  cancer institute, Kerala

. Sanjay Gandhi post graduate institute of medical sciences, Lucknow

. Sher I Kashmir institute of medical sciences, Kashmir

Good luck